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AI · alternatives · 2026

24 alternatives to PrometheusML

Intuitive & interactive way to run data science experiments

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier. PrometheusML launched in 2022; newer entries below may have overtaken it.

  1. 1
    Mage▲595

    The fastest way to build and use AI

    2022 · mage.ai · its alternatives →

  2. 2

    The fastest, most precise no-code AI in the world.

    2020 · obviously.ai · its alternatives →

  3. 3
    Artifacts by Databoxfree tier, from $64/mo▲409

    Ask your AI Analyst and get back a ready-to-share report

    Jul 2026 · databox.com · its alternatives →

  4. 4
    Katen▲68

    Machine learning based Kubernetes optimization engine

    2020 · its alternatives →

  5. 5
    Dex▲307

    Ask your data. Get answers and next steps.

    Mar 2026 · dexdata.ai · its alternatives →

  6. 6

    Generative AutoML for Tabular Data. Contribute to sapientml/sapientml development by creating an account on GitHub.

    2023 · github.com · its alternatives →

  7. 7
    Zerve AI▲174

    What if Jupyter + Figma + VSCode had a baby?

    2024 · zerve.ai · its alternatives →

  8. 8

    From English prompt to deployed ML model with human approval

    Jun 2026 · orchestra-ml.vercel.app · its alternatives →

  9. 9

    Transform rough prompts into expert-grade AI instructions

    May 2026 · prometheus-ai-dev.vercel.app · its alternatives →

  10. 10

    Manage all your variables & validate ideas effortlessly !

    2025 · prompyai.dev · its alternatives →

  11. 11
    Prompteus▲137

    Build and ship AI workflows that won’t break

    2025 · prompteus.com · its alternatives →

  12. 12

    A generative AI pair programmer optimized for data science

    2023 · its alternatives →

  13. 13

    Hey HN! We’re Jorge and Will from Lotas (https://www.lotas.ai/), and we’ve built Erdos, a secure AI-powered data science IDE that’s fully open source (https://www.lotas.ai/erdos). A few months ago, we shared Rao, an AI coding assistant for RStudio (https://news.ycombinator.com/item?id=44638510). We built Rao to bring the Cursor-like experience to RStudio users. Now we want to take the next step and deliver a tool for the entire data science community that handles Python, R, SQL, and Julia workflows. Erdos is a fork of VS Code designed for data…

    Oct 2025 · lotas.ai · its alternatives →

  14. 14
    ScoopML▲81

    An AI assistant for machine learning engineers

    2020 · its alternatives →

  15. 15
    voltaML▲64

    Accelerate your ML/DL models in production by upto 10X.

    2022 · voltaml.com · its alternatives →

  16. 16

    Hi HN, We're Luke and Phillip, and we're building Spice.ai OSS - a lightweight, portable runtime, built in Rust and powered by Apache DataFusion to locally materialize, accelerate, and query data tables sourced from any database, data warehouse or data lake. Phillip and I first introduced Spice on Show HN in September 2021. Since then, we’ve been schooled and humbled in every way building 100TB+ data and ML systems for the https://spice.ai cloud platform. Along with our customers, we struggled with getting fast, low-latency, high-concurrency SQL query within a budget, accessing and…

    2024 · github.com · its alternatives →

  17. 17

    I've been working with the Featureform team on their new open-source project, [EnrichMCP][1], a Python ORM framework that helps AI agents understand and interact with your data in a structured, semantic way. EnrichMCP is built on top of [MCP][2] and acts like an ORM, but for agents instead of humans. You define your data model using SQLAlchemy, APIs, or custom logic, and EnrichMCP turns it into a type-safe, introspectable interface that agents can discover, traverse, and invoke. It auto-generates tools from your models, validates all I/O with Pydantic, handles relationships, and…

    2025 · github.com · its alternatives →

  18. 18

    a delightful machine learning tool that allows you to train, test, and use models without writing code - GitHub - nidhaloff/igel at v0.4.0

    2021 · github.com · its alternatives →

  19. 19

    No-code AI predictions at one-click

    2021 · hikari-yae.com · its alternatives →

  20. 20
    ZenML▲84

    Create reproducible machine learning pipelines

    2020 · github.com · its alternatives →

  21. 21

    Train custom ML models with minimum effort and expertise

    2018 · cloud.google.com · its alternatives →

  22. 22

    AutoML Web App - build Machine Learning pipeline in automatic way with Graphical User Interface (GUI). You can run app locally! - mljar/automl-app

    2023 · github.com · its alternatives →

  23. 23
  24. 24

    The AI agent for synthetic data generation

    Nov 2025 · tonic.ai · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →